Overview

Brought to you by YData

Dataset statistics

Number of variables	26
Number of observations	7787
Missing cells	20
Missing cells (%)	< 0.1%
Duplicate rows	4
Duplicate rows (%)	0.1%
Total size in memory	1.5 MiB
Average record size in memory	208.0 B

Variable types

Numeric	18
Categorical	8

Alerts

Dataset has 4 (0.1%) duplicate rows	Duplicates
`Restaurant_latitude` is highly overall correlated with `Delivery_location_latitude`	High correlation
`Restaurant_longitude` is highly overall correlated with `Delivery_location_longitude`	High correlation
`Delivery_location_latitude` is highly overall correlated with `Restaurant_latitude`	High correlation
`Delivery_location_longitude` is highly overall correlated with `Restaurant_longitude`	High correlation
`humidity` is highly overall correlated with `Restaurant_latitude` and 1 other fields	High correlation
`Distance (km)` is highly overall correlated with `Time_subtract_2` and 5 other fields	High correlation
`Travel_time_minutes` is highly overall correlated with `Distance (km)` and 6 other fields	High correlation
`Time_subtract_2` is highly overall correlated with `Distance (km)` and 6 other fields	High correlation
`Food_manipulation` is highly overall correlated with `Type_of_order`	High correlation
`food_time` is highly overall correlated with `Distance (km)` and 5 other fields	High correlation
`Weather_manipulation` is highly overall correlated with `Weather_time` and 1 other fields	High correlation
`Weather_time` is highly overall correlated with `Total_delay` and 1 other fields	High correlation
`Vehicle_manipulation` is highly overall correlated with `Traffic_manipulation` and 2 other fields	High correlation
`Vehicle_time` is highly overall correlated with `Traffic_manipulation` and 2 other fields	High correlation
`Traffic_manipulation` is highly overall correlated with `Type_of_vehicle` and 2 other fields	High correlation
`Traffic_time` is highly overall correlated with `Distance (km)` and 6 other fields	High correlation
`Total_delay` is highly overall correlated with `Distance (km)` and 6 other fields	High correlation
`Total_time` is highly overall correlated with `Distance (km)` and 6 other fields	High correlation
`Traffic_labels` is highly overall correlated with `Time_subtract_2` and 3 other fields	High correlation
`Type_of_order` is highly overall correlated with `Food_manipulation`	High correlation
`Type_of_vehicle` is highly overall correlated with `Traffic_manipulation` and 2 other fields	High correlation
`weather_description` is highly overall correlated with `Weather_manipulation`	High correlation
`Vehicle_manipulation` is highly imbalanced (74.1%)	Imbalance
`precipitation` has 7758 (99.6%) zeros	Zeros
`Weather_time` has 3001 (38.5%) zeros	Zeros
`Vehicle_time` has 7164 (92.0%) zeros	Zeros

Reproduction

Analysis started	2024-12-30 17:51:37.414407
Analysis finished	2024-12-30 17:52:07.588571
Duration	30.17 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

Delivery_person_Age
Real number (ℝ)

Distinct	22
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.503018

Minimum	15
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	15
5-th percentile	21
Q1	25
median	29
Q3	34
95-th percentile	38
Maximum	50
Range	35
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.6965237
Coefficient of variation (CV)	0.19308275
Kurtosis	-1.1228431
Mean	29.503018
Median Absolute Deviation (MAD)	5
Skewness	0.0030387079
Sum	229740
Variance	32.450383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
29	641	8.2%
38	405	5.2%
27	403	5.2%
22	395	5.1%
35	394	5.1%
21	394	5.1%
36	392	5.0%
37	389	5.0%
33	382	4.9%
25	381	4.9%
Other values (12)	3611	46.4%

Value	Count	Frequency (%)
15	3	< 0.1%
20	367	4.7%
21	394	5.1%
22	395	5.1%
23	353	4.5%
24	361	4.6%
25	381	4.9%
26	362	4.6%
27	403	5.2%
28	365	4.7%

Value	Count	Frequency (%)
50	2	< 0.1%
39	342	4.4%
38	405	5.2%
37	389	5.0%
36	392	5.0%
35	394	5.1%
34	376	4.8%
33	382	4.9%
32	354	4.5%
31	360	4.6%

Delivery_person_Ratings
Real number (ℝ)

Distinct	28
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.631681

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	4.5
median	4.7
Q3	4.8
95-th percentile	5
Maximum	6
Range	5
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.31491201
Coefficient of variation (CV)	0.067990867
Kurtosis	11.478889
Mean	4.631681
Median Absolute Deviation (MAD)	0.1
Skewness	-2.2193852
Sum	36066.9
Variance	0.099169573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
4.6	1435	18.4%
4.8	1302	16.7%
4.7	1213	15.6%
4.9	1200	15.4%
5	647	8.3%
4.5	568	7.3%
4.4	268	3.4%
4.1	261	3.4%
4.2	256	3.3%
4.3	229	2.9%
Other values (18)	408	5.2%

Value	Count	Frequency (%)
1	3	< 0.1%
2.5	4	0.1%
2.6	5	0.1%
2.7	3	< 0.1%
2.8	2	< 0.1%
2.9	3	< 0.1%
3	1	< 0.1%
3.1	7	0.1%
3.2	3	< 0.1%
3.3	4	0.1%

Value	Count	Frequency (%)
6	2	< 0.1%
5	647	8.3%
4.9	1200	15.4%
4.8	1302	16.7%
4.7	1213	15.6%
4.6	1435	18.4%
4.5	568	7.3%
4.4	268	3.4%
4.3	229	2.9%
4.2	256	3.3%

Restaurant_latitude
Real number (ℝ)

High correlation

Distinct	387
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.804078

Minimum	9.957144
Maximum	30.914057
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	9.957144
5-th percentile	11.003681
Q1	12.975996
median	18.994237
Q3	22.74806
95-th percentile	26.913726
Maximum	30.914057
Range	20.956913
Interquartile range (IQR)	9.772064

Descriptive statistics

Standard deviation	5.4351298
Coefficient of variation (CV)	0.28903996
Kurtosis	-0.97789242
Mean	18.804078
Median Absolute Deviation (MAD)	4.360185
Skewness	0.081735703
Sum	146427.35
Variance	29.540636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.021278	54	0.7%
13.026279	46	0.6%
26.911378	46	0.6%
11.025083	46	0.6%
21.157729	45	0.6%
17.455894	45	0.6%
11.003681	44	0.6%
26.849596	44	0.6%
11.000762	44	0.6%
18.516216	43	0.6%
Other values (377)	7330	94.1%

Value	Count	Frequency (%)
9.957144	7	0.1%
9.959778	4	0.1%
9.960846	7	0.1%
9.966783	3	< 0.1%
9.970717	11	0.1%
9.979186	8	0.1%
9.979363	7	0.1%
9.982834	2	< 0.1%
9.985497	7	0.1%
9.985697	9	0.1%

Value	Count	Frequency (%)
30.914057	9	0.1%
30.905562	9	0.1%
30.902872	5	0.1%
30.899992	6	0.1%
30.899584	11	0.1%
30.895817	6	0.1%
30.895204	11	0.1%
30.893384	3	< 0.1%
30.893244	6	0.1%
30.893234	8	0.1%

Restaurant_longitude
Real number (ℝ)

High correlation

Distinct	387
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.954302

Minimum	72.768726
Maximum	88.433452
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	72.768726
5-th percentile	72.792731
Q1	73.899315
median	76.619103
Q3	78.04725
95-th percentile	85.326967
Maximum	88.433452
Range	15.664726
Interquartile range (IQR)	4.147935

Descriptive statistics

Standard deviation	3.5998935
Coefficient of variation (CV)	0.046779627
Kurtosis	1.6762536
Mean	76.954302
Median Absolute Deviation (MAD)	1.756364
Skewness	1.3146107
Sum	599243.15
Variance	12.959233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.995017	54	0.7%
80.174568	46	0.6%
75.789034	46	0.6%
77.015393	46	0.6%
72.768726	45	0.6%
78.375467	45	0.6%
76.975525	44	0.6%
75.800512	44	0.6%
76.981876	44	0.6%
73.842527	43	0.6%
Other values (377)	7330	94.1%

Value	Count	Frequency (%)
72.768726	45	0.6%
72.768778	26	0.3%
72.771477	27	0.3%
72.772629	36	0.5%
72.772697	36	0.5%
72.774209	37	0.5%
72.778059	32	0.4%
72.778666	30	0.4%
72.789122	37	0.5%
72.789292	41	0.5%

Value	Count	Frequency (%)
88.433452	9	0.1%
88.433187	10	0.1%
88.400581	10	0.1%
88.400467	8	0.1%
88.39331	7	0.1%
88.393294	5	0.1%
88.368628	9	0.1%
88.36783	8	0.1%
88.366217	7	0.1%
88.365507	12	0.2%

Delivery_location_latitude
Real number (ℝ)

High correlation

Distinct	2902
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.86423

Minimum	9.967144
Maximum	31.035562
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	9.967144
5-th percentile	11.052352
Q1	13.038775
median	19.064237
Q3	22.806428
95-th percentile	27.011411
Maximum	31.035562
Range	21.068418
Interquartile range (IQR)	9.7676535

Descriptive statistics

Standard deviation	5.4369807
Coefficient of variation (CV)	0.2882164
Kurtosis	-0.97783699
Mean	18.86423
Median Absolute Deviation (MAD)	4.333567
Skewness	0.082453077
Sum	146895.76
Variance	29.560759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.237729	9	0.1%
21.219669	9	0.1%
13.076279	9	0.1%
19.083517	8	0.1%
18.673935	8	0.1%
12.321072	8	0.1%
26.91842	8	0.1%
13.03041	8	0.1%
13.023041	8	0.1%
22.817021	8	0.1%
Other values (2892)	7704	98.9%

Value	Count	Frequency (%)
9.967144	1	< 0.1%
9.980717	1	< 0.1%
9.980846	1	< 0.1%
9.986783	1	< 0.1%
9.989186	1	< 0.1%
9.989363	1	< 0.1%
9.989778	1	< 0.1%
9.990717	2	< 0.1%
9.995497	1	< 0.1%
9.995697	2	< 0.1%

Value	Count	Frequency (%)
31.035562	1	< 0.1%
31.035204	1	< 0.1%
31.030184	1	< 0.1%
31.029584	1	< 0.1%
31.025915	1	< 0.1%
31.025817	1	< 0.1%
31.025814	1	< 0.1%
31.025204	2	< 0.1%
31.024057	1	< 0.1%
31.023234	1	< 0.1%

Delivery_location_longitude
Real number (ℝ)

High correlation

Distinct	2902
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.014455

Minimum	72.778726
Maximum	88.563452
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	72.778726
5-th percentile	72.845451
Q1	73.956619
median	76.667889
Q3	78.099004
95-th percentile	85.396967
Maximum	88.563452
Range	15.784726
Interquartile range (IQR)	4.1423845

Descriptive statistics

Standard deviation	3.6000002
Coefficient of variation (CV)	0.046744474
Kurtosis	1.6780216
Mean	77.014455
Median Absolute Deviation (MAD)	1.740966
Skewness	1.3143383
Sum	599711.56
Variance	12.960001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72.848726	9	0.1%
72.842629	9	0.1%
80.224568	9	0.1%
72.90765	8	0.1%
74.025367	8	0.1%
76.664878	8	0.1%
75.830689	8	0.1%
77.690489	8	0.1%
77.793237	8	0.1%
75.974167	8	0.1%
Other values (2892)	7704	98.9%

Value	Count	Frequency (%)
72.778726	7	0.1%
72.778778	3	< 0.1%
72.781477	2	< 0.1%
72.782629	2	< 0.1%
72.782697	1	< 0.1%
72.784209	7	0.1%
72.788059	2	< 0.1%
72.788666	2	< 0.1%
72.788726	2	< 0.1%
72.791477	1	< 0.1%

Value	Count	Frequency (%)
88.563452	1	< 0.1%
88.563187	1	< 0.1%
88.543452	1	< 0.1%
88.530581	2	< 0.1%
88.52331	1	< 0.1%
88.523187	2	< 0.1%
88.513452	1	< 0.1%
88.510581	1	< 0.1%
88.50331	1	< 0.1%
88.503294	2	< 0.1%

Type_of_order
Categorical

High correlation

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

snack	1989
drinks	1979
meal	1945
buffet	1874

Length

Max length	7
Median length	6
Mean length	6.2450238
Min length	5

Characters and Unicode

Total characters	48630
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	snack
2nd row	drinks
3rd row	buffet
4th row	buffet
5th row	meal

Common Values

Value	Count	Frequency (%)
snack	1989	25.5%
drinks	1979	25.4%
meal	1945	25.0%
buffet	1874	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
snack	1989	25.5%
drinks	1979	25.4%
meal	1945	25.0%
buffet	1874	24.1%

Most occurring characters

Value	Count	Frequency (%)
	7787	16.0%
s	3968	8.2%
n	3968	8.2%
k	3968	8.2%
a	3934	8.1%
e	3819	7.9%
f	3748	7.7%
c	1989	4.1%
d	1979	4.1%
r	1979	4.1%
Other values (6)	11491	23.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	48630	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	7787	16.0%
s	3968	8.2%
n	3968	8.2%
k	3968	8.2%
a	3934	8.1%
e	3819	7.9%
f	3748	7.7%
c	1989	4.1%
d	1979	4.1%
r	1979	4.1%
Other values (6)	11491	23.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	48630	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	7787	16.0%
s	3968	8.2%
n	3968	8.2%
k	3968	8.2%
a	3934	8.1%
e	3819	7.9%
f	3748	7.7%
c	1989	4.1%
d	1979	4.1%
r	1979	4.1%
Other values (6)	11491	23.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	48630	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	7787	16.0%
s	3968	8.2%
n	3968	8.2%
k	3968	8.2%
a	3934	8.1%
e	3819	7.9%
f	3748	7.7%
c	1989	4.1%
d	1979	4.1%
r	1979	4.1%
Other values (6)	11491	23.6%

Type_of_vehicle
Categorical

High correlation

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

motorcycle	4611
scooter	2553
electric_scooter	615
bicycle	8

Length

Max length	17
Median length	11
Mean length	10.487222
Min length	8

Characters and Unicode

Total characters	81664
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	scooter
2nd row	motorcycle
3rd row	motorcycle
4th row	motorcycle
5th row	scooter

Common Values

Value	Count	Frequency (%)
motorcycle	4611	59.2%
scooter	2553	32.8%
electric_scooter	615	7.9%
bicycle	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
motorcycle	4611	59.2%
scooter	2553	32.8%
electric_scooter	615	7.9%
bicycle	8	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	15558	19.1%
c	13636	16.7%
e	9017	11.0%
t	8394	10.3%
r	8394	10.3%
	7787	9.5%
l	5234	6.4%
y	4619	5.7%
m	4611	5.6%
s	3168	3.9%
Other values (3)	1246	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	81664	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	15558	19.1%
c	13636	16.7%
e	9017	11.0%
t	8394	10.3%
r	8394	10.3%
	7787	9.5%
l	5234	6.4%
y	4619	5.7%
m	4611	5.6%
s	3168	3.9%
Other values (3)	1246	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	81664	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	15558	19.1%
c	13636	16.7%
e	9017	11.0%
t	8394	10.3%
r	8394	10.3%
	7787	9.5%
l	5234	6.4%
y	4619	5.7%
m	4611	5.6%
s	3168	3.9%
Other values (3)	1246	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	81664	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	15558	19.1%
c	13636	16.7%
e	9017	11.0%
t	8394	10.3%
r	8394	10.3%
	7787	9.5%
l	5234	6.4%
y	4619	5.7%
m	4611	5.6%
s	3168	3.9%
Other values (3)	1246	1.5%

temperature
Real number (ℝ)

Distinct	1000
Distinct (%)	12.9%
Missing	5
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	22.477633

Minimum	7.42
Maximum	29.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	7.42
5-th percentile	17.23
Q1	19.9
median	22.81
Q3	24.94
95-th percentile	28
Maximum	29.05
Range	21.63
Interquartile range (IQR)	5.04

Descriptive statistics

Standard deviation	3.2359517
Coefficient of variation (CV)	0.14396319
Kurtosis	-0.0026848574
Mean	22.477633
Median Absolute Deviation (MAD)	2.34
Skewness	-0.20667717
Sum	174920.94
Variance	10.471383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.94	85	1.1%
22.99	66	0.8%
24.92	65	0.8%
24.95	63	0.8%
27.99	48	0.6%
20.61	48	0.6%
24.9	48	0.6%
22.88	41	0.5%
23.03	41	0.5%
22.97	40	0.5%
Other values (990)	7237	92.9%

Value	Count	Frequency (%)
7.42	2	< 0.1%
7.86	1	< 0.1%
8.2	2	< 0.1%
8.21	2	< 0.1%
8.24	2	< 0.1%
8.93	1	< 0.1%
8.97	1	< 0.1%
8.99	1	< 0.1%
9.11	2	< 0.1%
9.18	2	< 0.1%

Value	Count	Frequency (%)
29.05	3	< 0.1%
29.04	2	< 0.1%
29.01	5	0.1%
29	5	0.1%
28.99	7	0.1%
28.98	4	0.1%
28.97	9	0.1%
28.96	2	< 0.1%
28.95	1	< 0.1%
28.94	3	< 0.1%

humidity
Real number (ℝ)

High correlation

Distinct	64
Distinct (%)	0.8%
Missing	5
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	64.7367

Minimum	27
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	27
5-th percentile	43
Q1	53
median	65
Q3	73
95-th percentile	91
Maximum	94
Range	67
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	14.998426
Coefficient of variation (CV)	0.2316835
Kurtosis	-0.71108479
Mean	64.7367
Median Absolute Deviation (MAD)	8
Skewness	-0.083470841
Sum	503781
Variance	224.95277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	1014	13.0%
65	560	7.2%
60	529	6.8%
68	450	5.8%
43	448	5.8%
57	343	4.4%
44	333	4.3%
81	293	3.8%
46	274	3.5%
64	273	3.5%
Other values (54)	3265	41.9%

Value	Count	Frequency (%)
27	4	0.1%
28	42	0.5%
29	32	0.4%
30	6	0.1%
31	4	0.1%
32	2	< 0.1%
37	24	0.3%
38	39	0.5%
39	32	0.4%
40	12	0.2%

Value	Count	Frequency (%)
94	68	0.9%
93	201	2.6%
92	95	1.2%
91	64	0.8%
90	9	0.1%
89	10	0.1%
88	201	2.6%
87	33	0.4%
86	11	0.1%
85	6	0.1%

precipitation
Real number (ℝ)

Zeros

Distinct	13
Distinct (%)	0.2%
Missing	5
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.0011642251

Minimum	0
Maximum	0.48
Zeros	7758
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.48
Range	0.48
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.021637894
Coefficient of variation (CV)	18.585661
Kurtosis	365.24065
Mean	0.0011642251
Median Absolute Deviation (MAD)	0
Skewness	19.039401
Sum	9.06
Variance	0.00046819845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	7758	99.6%
0.41	4	0.1%
0.45	3	< 0.1%
0.42	3	< 0.1%
0.13	3	< 0.1%
0.4	2	< 0.1%
0.44	2	< 0.1%
0.36	2	< 0.1%
0.39	1	< 0.1%
0.43	1	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	5	0.1%

Value	Count	Frequency (%)
0	7758	99.6%
0.13	3	< 0.1%
0.34	1	< 0.1%
0.36	2	< 0.1%
0.38	1	< 0.1%
0.39	1	< 0.1%
0.4	2	< 0.1%
0.41	4	0.1%
0.42	3	< 0.1%
0.43	1	< 0.1%

Value	Count	Frequency (%)
0.48	1	< 0.1%
0.45	3	< 0.1%
0.44	2	< 0.1%
0.43	1	< 0.1%
0.42	3	< 0.1%
0.41	4	0.1%
0.4	2	< 0.1%
0.39	1	< 0.1%
0.38	1	< 0.1%
0.36	2	< 0.1%

weather_description
Categorical

High correlation

Distinct	10
Distinct (%)	0.1%
Missing	5
Missing (%)	0.1%
Memory size	61.0 KiB

clear sky	2669
haze	2202
mist	1592
broken clouds	452
smoke	403
Other values (5)	464

Length

Max length	16
Median length	15
Mean length	6.8695708
Min length	3

Characters and Unicode

Total characters	53459
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	mist
2nd row	mist
3rd row	mist
4th row	broken clouds
5th row	clear sky

Common Values

Value	Count	Frequency (%)
clear sky	2669	34.3%
haze	2202	28.3%
mist	1592	20.4%
broken clouds	452	5.8%
smoke	403	5.2%
scattered clouds	287	3.7%
overcast clouds	69	0.9%
fog	48	0.6%
few clouds	40	0.5%
light rain	20	0.3%
(Missing)	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
clear	2669	23.6%
sky	2669	23.6%
haze	2202	19.5%
mist	1592	14.1%
clouds	848	7.5%
broken	452	4.0%
smoke	403	3.6%
scattered	287	2.5%
overcast	69	0.6%
fog	48	0.4%
Other values (3)	80	0.7%

Most occurring characters

Value	Count	Frequency (%)
e	6409	12.0%
s	5868	11.0%
a	5247	9.8%
c	3873	7.2%
	3537	6.6%
l	3537	6.6%
k	3524	6.6%
r	3497	6.5%
y	2669	5.0%
t	2255	4.2%
Other values (13)	13043	24.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	53459	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	6409	12.0%
s	5868	11.0%
a	5247	9.8%
c	3873	7.2%
	3537	6.6%
l	3537	6.6%
k	3524	6.6%
r	3497	6.5%
y	2669	5.0%
t	2255	4.2%
Other values (13)	13043	24.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	53459	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	6409	12.0%
s	5868	11.0%
a	5247	9.8%
c	3873	7.2%
	3537	6.6%
l	3537	6.6%
k	3524	6.6%
r	3497	6.5%
y	2669	5.0%
t	2255	4.2%
Other values (13)	13043	24.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	53459	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	6409	12.0%
s	5868	11.0%
a	5247	9.8%
c	3873	7.2%
	3537	6.6%
l	3537	6.6%
k	3524	6.6%
r	3497	6.5%
y	2669	5.0%
t	2255	4.2%
Other values (13)	13043	24.4%

Distance (km)
Real number (ℝ)

High correlation

Distinct	2098
Distinct (%)	26.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.362071

Minimum	1.55
Maximum	59.84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	1.55
5-th percentile	2.48
Q1	6.97
median	12.3
Q3	18.19
95-th percentile	27.88
Maximum	59.84
Range	58.29
Interquartile range (IQR)	11.22

Descriptive statistics

Standard deviation	8.0367889
Coefficient of variation (CV)	0.6014628
Kurtosis	0.97925809
Mean	13.362071
Median Absolute Deviation (MAD)	5.63
Skewness	0.81982027
Sum	104050.45
Variance	64.589976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.41	22	0.3%
6.03	20	0.3%
2.31	20	0.3%
2.29	19	0.2%
6.97	17	0.2%
9.41	16	0.2%
7	16	0.2%
6.42	15	0.2%
2.15	15	0.2%
9.33	15	0.2%
Other values (2088)	7612	97.8%

Value	Count	Frequency (%)
1.55	1	< 0.1%
1.57	2	< 0.1%
1.59	1	< 0.1%
1.6	4	0.1%
1.62	1	< 0.1%
1.64	1	< 0.1%
1.68	1	< 0.1%
1.75	7	0.1%
1.78	5	0.1%
1.79	9	0.1%

Value	Count	Frequency (%)
59.84	1	< 0.1%
59.67	1	< 0.1%
58.67	1	< 0.1%
54.98	1	< 0.1%
54.78	1	< 0.1%
54.27	2	< 0.1%
53.86	1	< 0.1%
53.49	4	0.1%
49.15	1	< 0.1%
48.72	2	< 0.1%

Travel_time_minutes
Real number (ℝ)

High correlation

Distinct	2660
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.36038

Minimum	6.74
Maximum	83.568333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	6.74
5-th percentile	8.9016667
Q1	13.9725
median	19.44
Q3	25.475
95-th percentile	34.821667
Maximum	83.568333
Range	76.828333
Interquartile range (IQR)	11.5025

Descriptive statistics

Standard deviation	8.1800276
Coefficient of variation (CV)	0.40176204
Kurtosis	1.8670051
Mean	20.36038
Median Absolute Deviation (MAD)	5.76
Skewness	0.84821219
Sum	158546.28
Variance	66.912852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.35833333	13	0.2%
13.01833333	12	0.2%
9.36	11	0.1%
9.971666667	11	0.1%
12.51	11	0.1%
15.52	11	0.1%
16.14	10	0.1%
12.34333333	10	0.1%
11.60833333	10	0.1%
18.86	10	0.1%
Other values (2650)	7678	98.6%

Value	Count	Frequency (%)
6.74	1	< 0.1%
6.823333333	5	0.1%
7.01	4	0.1%
7.035	1	< 0.1%
7.133333333	1	< 0.1%
7.158333333	1	< 0.1%
7.161666667	3	< 0.1%
7.28	1	< 0.1%
7.316666667	1	< 0.1%
7.326666667	3	< 0.1%

Value	Count	Frequency (%)
83.56833333	1	< 0.1%
81.405	1	< 0.1%
79.53	1	< 0.1%
72.94166667	1	< 0.1%
72.60166667	1	< 0.1%
71.01333333	2	< 0.1%
56.15833333	1	< 0.1%
54.84333333	1	< 0.1%
52.585	1	< 0.1%
52.40833333	2	< 0.1%

Time_subtract_2
Real number (ℝ)

High correlation

Distinct	2660
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.36038

Minimum	4.74
Maximum	81.568333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	4.74
5-th percentile	6.9016667
Q1	11.9725
median	17.44
Q3	23.475
95-th percentile	32.821667
Maximum	81.568333
Range	76.828333
Interquartile range (IQR)	11.5025

Descriptive statistics

Standard deviation	8.1800276
Coefficient of variation (CV)	0.44552606
Kurtosis	1.8670051
Mean	18.36038
Median Absolute Deviation (MAD)	5.76
Skewness	0.84821219
Sum	142972.28
Variance	66.912852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.35833333	13	0.2%
11.01833333	12	0.2%
7.36	11	0.1%
7.971666667	11	0.1%
10.51	11	0.1%
13.52	11	0.1%
14.14	10	0.1%
10.34333333	10	0.1%
9.608333333	10	0.1%
16.86	10	0.1%
Other values (2650)	7678	98.6%

Value	Count	Frequency (%)
4.74	1	< 0.1%
4.823333333	5	0.1%
5.01	4	0.1%
5.035	1	< 0.1%
5.133333333	1	< 0.1%
5.158333333	1	< 0.1%
5.161666667	3	< 0.1%
5.28	1	< 0.1%
5.316666667	1	< 0.1%
5.326666667	3	< 0.1%

Value	Count	Frequency (%)
81.56833333	1	< 0.1%
79.405	1	< 0.1%
77.53	1	< 0.1%
70.94166667	1	< 0.1%
70.60166667	1	< 0.1%
69.01333333	2	< 0.1%
54.15833333	1	< 0.1%
52.84333333	1	< 0.1%
50.585	1	< 0.1%
50.40833333	2	< 0.1%

Food_manipulation
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

0.05	3968
0.1	1945
0.08	1874

Length

Max length	4
Median length	4
Mean length	3.7502247
Min length	3

Characters and Unicode

Total characters	29203
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.05
2nd row	0.05
3rd row	0.08
4th row	0.08
5th row	0.1

Common Values

Value	Count	Frequency (%)
0.05	3968	51.0%
0.1	1945	25.0%
0.08	1874	24.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.05	3968	51.0%
0.1	1945	25.0%
0.08	1874	24.1%

Most occurring characters

Value	Count	Frequency (%)
0	13629	46.7%
.	7787	26.7%
5	3968	13.6%
1	1945	6.7%
8	1874	6.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29203	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	13629	46.7%
.	7787	26.7%
5	3968	13.6%
1	1945	6.7%
8	1874	6.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29203	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	13629	46.7%
.	7787	26.7%
5	3968	13.6%
1	1945	6.7%
8	1874	6.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29203	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	13629	46.7%
.	7787	26.7%
5	3968	13.6%
1	1945	6.7%
8	1874	6.4%

food_time
Real number (ℝ)

High correlation

Distinct	4700
Distinct (%)	60.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2783718

Minimum	0.237
Maximum	6.9013333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	0.237
5-th percentile	0.41464167
Q1	0.76658333
median	1.1246667
Q3	1.6386667
95-th percentile	2.6610767
Maximum	6.9013333
Range	6.6643333
Interquartile range (IQR)	0.87208333

Descriptive statistics

Standard deviation	0.70768664
Coefficient of variation (CV)	0.55358437
Kurtosis	2.3815558
Mean	1.2783718
Median Absolute Deviation (MAD)	0.41766667
Skewness	1.24884
Sum	9954.6811
Variance	0.50082038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.070583334	8	0.1%
0.866166667	8	0.1%
0.704833334	8	0.1%
0.368	7	0.1%
0.606666667	7	0.1%
0.935333334	7	0.1%
0.550916667	7	0.1%
0.788533333	7	0.1%
0.879	7	0.1%
0.667916667	7	0.1%
Other values (4690)	7714	99.1%

Value	Count	Frequency (%)
0.237	1	< 0.1%
0.2505	2	< 0.1%
0.257916667	1	< 0.1%
0.264	1	< 0.1%
0.265833333	1	< 0.1%
0.266333333	1	< 0.1%
0.268083333	4	0.1%
0.26925	2	< 0.1%
0.2755	1	< 0.1%
0.276583333	1	< 0.1%

Value	Count	Frequency (%)
6.901333333	1	< 0.1%
6.3524	1	< 0.1%
5.521066666	1	< 0.1%
5.415833333	1	< 0.1%
5.040833333	1	< 0.1%
4.915	1	< 0.1%
4.6635	1	< 0.1%
4.647	1	< 0.1%
4.484833333	1	< 0.1%
4.406833333	1	< 0.1%

Weather_manipulation
Categorical

High correlation

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

0.1	3794
0.0	3001
0.15	540
0.05	452

Length

Max length	4
Median length	3
Mean length	3.1273918
Min length	3

Characters and Unicode

Total characters	24353
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.1
2nd row	0.1
3rd row	0.1
4th row	0.05
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.1	3794	48.7%
0.0	3001	38.5%
0.15	540	6.9%
0.05	452	5.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.1	3794	48.7%
0.0	3001	38.5%
0.15	540	6.9%
0.05	452	5.8%

Most occurring characters

Value	Count	Frequency (%)
0	11240	46.2%
.	7787	32.0%
1	4334	17.8%
5	992	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24353	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	11240	46.2%
.	7787	32.0%
1	4334	17.8%
5	992	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24353	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	11240	46.2%
.	7787	32.0%
1	4334	17.8%
5	992	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24353	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	11240	46.2%
.	7787	32.0%
1	4334	17.8%
5	992	4.1%

Weather_time
Real number (ℝ)

High correlation Zeros

Distinct	1890
Distinct (%)	24.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0771665

Minimum	0
Maximum	6.93875
Zeros	3001
Zeros (%)	38.5%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.9585
Q3	1.7733333
95-th percentile	3.161775
Maximum	6.93875
Range	6.93875
Interquartile range (IQR)	1.7733333

Descriptive statistics

Standard deviation	1.1072603
Coefficient of variation (CV)	1.0279379
Kurtosis	0.5705169
Mean	1.0771665
Median Absolute Deviation (MAD)	0.9585
Skewness	0.91284946
Sum	8387.8959
Variance	1.2260255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3001	38.5%
1.051	11	0.1%
1.409666667	10	0.1%
0.9075	9	0.1%
1.732333333	9	0.1%
4.3565	8	0.1%
2.69675	8	0.1%
0.879	8	0.1%
3.253	8	0.1%
1.398666667	8	0.1%
Other values (1880)	4707	60.4%

Value	Count	Frequency (%)
0	3001	38.5%
0.241166667	2	< 0.1%
0.290916667	1	< 0.1%
0.292666667	3	< 0.1%
0.312	1	< 0.1%
0.313833333	1	< 0.1%
0.32325	3	< 0.1%
0.34575	3	< 0.1%
0.35225	2	< 0.1%
0.364416667	3	< 0.1%

Value	Count	Frequency (%)
6.93875	2	< 0.1%
5.986750001	3	< 0.1%
5.950000001	3	< 0.1%
5.800000001	2	< 0.1%
5.245000001	1	< 0.1%
5.239750001	1	< 0.1%
5.2245	2	< 0.1%
5.19225	2	< 0.1%
5.161000001	2	< 0.1%
5.15325	2	< 0.1%

Vehicle_manipulation
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

0.0	7164
0.03	615
0.1	8

Length

Max length	4
Median length	3
Mean length	3.0789778
Min length	3

Characters and Unicode

Total characters	23976
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	7164	92.0%
0.03	615	7.9%
0.1	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	7164	92.0%
0.03	615	7.9%
0.1	8	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15566	64.9%
.	7787	32.5%
3	615	2.6%
1	8	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	23976	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	15566	64.9%
.	7787	32.5%
3	615	2.6%
1	8	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	23976	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	15566	64.9%
.	7787	32.5%
3	615	2.6%
1	8	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	23976	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	15566	64.9%
.	7787	32.5%
3	615	2.6%
1	8	< 0.1%

Vehicle_time
Real number (ℝ)

High correlation Zeros

Distinct	552
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.044796265

Minimum	0
Maximum	3.1178333
Zeros	7164
Zeros (%)	92.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.43975
Maximum	3.1178333
Range	3.1178333
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.17259619
Coefficient of variation (CV)	3.8529148
Kurtosis	35.084478
Mean	0.044796265
Median Absolute Deviation (MAD)	0
Skewness	4.9580804
Sum	348.82852
Variance	0.029789445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7164	92.0%
0.556	3	< 0.1%
0.4533	3	< 0.1%
1.21905	3	< 0.1%
0.4428	3	< 0.1%
0.2922	3	< 0.1%
0.4475	3	< 0.1%
0.51845	3	< 0.1%
0.33055	3	< 0.1%
0.2768	2	< 0.1%
Other values (542)	597	7.7%

Value	Count	Frequency (%)
0	7164	92.0%
0.1447	1	< 0.1%
0.1503	1	< 0.1%
0.15475	1	< 0.1%
0.16085	1	< 0.1%
0.1653	1	< 0.1%
0.1705	2	< 0.1%
0.17325	1	< 0.1%
0.17455	1	< 0.1%
0.17465	1	< 0.1%

Value	Count	Frequency (%)
3.117833333	1	< 0.1%
2.4125	1	< 0.1%
1.849333333	1	< 0.1%
1.710333333	1	< 0.1%
1.603	1	< 0.1%
1.488666667	1	< 0.1%
1.30695	2	< 0.1%
1.2634	1	< 0.1%
1.2542	1	< 0.1%
1.24225	1	< 0.1%

Traffic_manipulation
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

0.05	4611
0.1	3168
0.15	8

Length

Max length	4
Median length	4
Mean length	3.5931681
Min length	3

Characters and Unicode

Total characters	27980
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.1
2nd row	0.05
3rd row	0.05
4th row	0.05
5th row	0.1

Common Values

Value	Count	Frequency (%)
0.05	4611	59.2%
0.1	3168	40.7%
0.15	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.05	4611	59.2%
0.1	3168	40.7%
0.15	8	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	12398	44.3%
.	7787	27.8%
5	4619	16.5%
1	3176	11.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	27980	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	12398	44.3%
.	7787	27.8%
5	4619	16.5%
1	3176	11.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	27980	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	12398	44.3%
.	7787	27.8%
5	4619	16.5%
1	3176	11.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	27980	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	12398	44.3%
.	7787	27.8%
5	4619	16.5%
1	3176	11.4%

Traffic_time
Real number (ℝ)

High correlation

Distinct	4044
Distinct (%)	51.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2929334

Minimum	0.24116667
Maximum	7.0941667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	0.24116667
5-th percentile	0.39858333
Q1	0.74254167
median	1.1
Q3	1.6460833
95-th percentile	2.7856667
Maximum	7.0941667
Range	6.853
Interquartile range (IQR)	0.90354167

Descriptive statistics

Standard deviation	0.7587746
Coefficient of variation (CV)	0.58686285
Kurtosis	2.2459626
Mean	1.2929334
Median Absolute Deviation (MAD)	0.42441667
Skewness	1.3075884
Sum	10068.073
Variance	0.5757389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.667916667	10	0.1%
0.887	8	0.1%
1.177166667	8	0.1%
1.1115	8	0.1%
1.013916667	7	0.1%
0.5255	7	0.1%
0.45375	7	0.1%
0.843	7	0.1%
0.676	7	0.1%
0.554916667	7	0.1%
Other values (4034)	7711	99.0%

Value	Count	Frequency (%)
0.241166667	4	0.1%
0.2505	3	< 0.1%
0.258083333	2	< 0.1%
0.266333333	1	< 0.1%
0.268083333	4	0.1%
0.26925	1	< 0.1%
0.2695	1	< 0.1%
0.2755	1	< 0.1%
0.276583333	1	< 0.1%
0.2775	1	< 0.1%

Value	Count	Frequency (%)
7.094166667	1	< 0.1%
6.901333333	1	< 0.1%
5.415833333	1	< 0.1%
5.0585	1	< 0.1%
4.915	1	< 0.1%
4.67675	1	< 0.1%
4.6635	1	< 0.1%
4.647	2	< 0.1%
4.625833333	1	< 0.1%
4.4135	1	< 0.1%

Total_delay
Real number (ℝ)

High correlation

Distinct	5991
Distinct (%)	76.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.693268

Minimum	0.501
Maximum	13.969083
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	0.501
5-th percentile	1.2369833
Q1	2.2312083
median	3.2894333
Q3	4.69435
95-th percentile	7.52192
Maximum	13.969083
Range	13.468083
Interquartile range (IQR)	2.4631417

Descriptive statistics

Standard deviation	1.969001
Coefficient of variation (CV)	0.53313244
Kurtosis	1.4710321
Mean	3.693268
Median Absolute Deviation (MAD)	1.1917333
Skewness	1.1107629
Sum	28759.478
Variance	3.876965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.208	6	0.1%
1.791333334	6	0.1%
6.607916668	5	0.1%
1.758	5	0.1%
3.39375	5	0.1%
3.464666667	5	0.1%
1.752	5	0.1%
4.944	5	0.1%
2.218333333	5	0.1%
4.606750001	5	0.1%
Other values (5981)	7735	99.3%

Value	Count	Frequency (%)
0.501	1	< 0.1%
0.5385	1	< 0.1%
0.553166666	1	< 0.1%
0.575666666	1	< 0.1%
0.581833334	2	< 0.1%
0.587833334	1	< 0.1%
0.5915	1	< 0.1%
0.596166666	1	< 0.1%
0.597333334	1	< 0.1%
0.608833334	1	< 0.1%

Value	Count	Frequency (%)
13.96908334	1	< 0.1%
13.8974	1	< 0.1%
13.8775	1	< 0.1%
13.50515	1	< 0.1%
13.17085	1	< 0.1%
13.09	1	< 0.1%
13.0116	1	< 0.1%
12.95233333	1	< 0.1%
12.5754	1	< 0.1%
12.5665	1	< 0.1%

Traffic_labels
Categorical

High correlation

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 KiB

low	4167
very low	3346
moderate	264
high	10

Length

Max length	8
Median length	3
Mean length	5.31925
Min length	3

Characters and Unicode

Total characters	41421
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	moderate
2nd row	very low
3rd row	very low
4th row	very low
5th row	low

Common Values

Value	Count	Frequency (%)
low	4167	53.5%
very low	3346	43.0%
moderate	264	3.4%
high	10	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
low	7513	67.5%
very	3346	30.1%
moderate	264	2.4%
high	10	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	7777	18.8%
l	7513	18.1%
w	7513	18.1%
e	3874	9.4%
r	3610	8.7%
v	3346	8.1%
y	3346	8.1%
	3346	8.1%
m	264	0.6%
d	264	0.6%
Other values (5)	568	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	41421	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	7777	18.8%
l	7513	18.1%
w	7513	18.1%
e	3874	9.4%
r	3610	8.7%
v	3346	8.1%
y	3346	8.1%
	3346	8.1%
m	264	0.6%
d	264	0.6%
Other values (5)	568	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	41421	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	7777	18.8%
l	7513	18.1%
w	7513	18.1%
e	3874	9.4%
r	3610	8.7%
v	3346	8.1%
y	3346	8.1%
	3346	8.1%
m	264	0.6%
d	264	0.6%
Other values (5)	568	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	41421	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	7777	18.8%
l	7513	18.1%
w	7513	18.1%
e	3874	9.4%
r	3610	8.7%
v	3346	8.1%
y	3346	8.1%
	3346	8.1%
m	264	0.6%
d	264	0.6%
Other values (5)	568	1.4%

Total_time
Real number (ℝ)

High correlation

Distinct	5971
Distinct (%)	76.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.053648

Minimum	5.451
Maximum	89.72765
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	5.451
5-th percentile	8.31679
Q1	14.450333
median	20.913533
Q3	28.010708
95-th percentile	39.466667
Maximum	89.72765
Range	84.27665
Interquartile range (IQR)	13.560375

Descriptive statistics

Standard deviation	9.7455797
Coefficient of variation (CV)	0.4419033
Kurtosis	1.3937513
Mean	22.053648
Median Absolute Deviation (MAD)	6.7396667
Skewness	0.80530321
Sum	171731.75
Variance	94.976323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.492	6	0.1%
9.568	6	0.1%
19.70466666	6	0.1%
13.604	5	0.1%
35.31841667	5	0.1%
20.788	5	0.1%
29.664	5	0.1%
19.778	5	0.1%
16.96875	5	0.1%
10.20373333	5	0.1%
Other values (5961)	7734	99.3%

Value	Count	Frequency (%)
5.451	1	< 0.1%
5.511	1	< 0.1%
5.691533334	1	< 0.1%
5.788	1	< 0.1%
5.832683333	2	< 0.1%
5.9235	1	< 0.1%
5.9327	1	< 0.1%
5.9413	1	< 0.1%
6.012	1	< 0.1%
6.029166666	1	< 0.1%

Value	Count	Frequency (%)
89.72765	1	< 0.1%
89.72516666	1	< 0.1%
85.283	1	< 0.1%
81.58291667	1	< 0.1%
81.43573333	1	< 0.1%
79.36533333	1	< 0.1%
77.66183334	1	< 0.1%
64.99	1	< 0.1%
60.13583333	1	< 0.1%
59.71296666	1	< 0.1%

Interactions

Correlations

	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	temperature	humidity	precipitation	Distance (km)	Travel_time_minutes	Time_subtract_2	Food_manipulation	food_time	Weather_manipulation	Weather_time	Vehicle_manipulation	Vehicle_time	Traffic_manipulation	Traffic_time	Total_delay	Total_time
Delivery_person_Age	1.000	-0.095	0.017	0.007	0.017	0.007	0.006	0.002	0.019	0.006	0.006	0.006	0.002	0.007	0.002	0.001	0.001	-0.004	0.006	0.010	0.007	0.007
Delivery_person_Ratings	-0.095	1.000	-0.012	0.019	-0.013	0.018	0.007	0.020	0.001	-0.113	-0.103	-0.103	-0.012	-0.093	0.026	-0.018	0.010	0.001	0.035	-0.082	-0.075	-0.102
Restaurant_latitude	0.017	-0.012	1.000	0.049	1.000	0.050	-0.262	-0.529	-0.085	0.043	0.001	0.001	0.011	0.005	-0.253	-0.276	-0.002	-0.001	-0.011	-0.004	-0.155	-0.031
Restaurant_longitude	0.007	0.019	0.049	1.000	0.049	1.000	-0.182	0.415	-0.005	-0.013	-0.000	-0.000	-0.011	-0.005	0.091	0.106	-0.009	-0.002	0.001	0.004	0.059	0.012
Delivery_location_latitude	0.017	-0.013	1.000	0.049	1.000	0.050	-0.262	-0.530	-0.085	0.050	0.007	0.007	0.011	0.010	-0.254	-0.275	-0.002	-0.000	-0.011	-0.000	-0.151	-0.025
Delivery_location_longitude	0.007	0.018	0.050	1.000	0.050	1.000	-0.183	0.414	-0.005	-0.004	0.009	0.009	-0.011	0.002	0.089	0.108	-0.009	-0.001	0.001	0.010	0.065	0.020
temperature	0.006	0.007	-0.262	-0.182	-0.262	-0.183	1.000	-0.237	0.051	-0.076	-0.077	-0.077	-0.022	-0.076	0.338	0.271	0.018	0.013	0.012	-0.053	0.106	-0.044
humidity	0.002	0.020	-0.529	0.415	-0.530	0.414	-0.237	1.000	0.070	-0.132	-0.088	-0.088	-0.012	-0.076	0.413	0.340	-0.013	-0.026	0.005	-0.063	0.138	-0.046
precipitation	0.019	0.001	-0.085	-0.005	-0.085	-0.005	0.051	0.070	1.000	-0.010	0.001	0.001	0.002	0.003	0.086	0.079	0.021	0.018	0.008	0.003	0.048	0.010
Distance (km)	0.006	-0.113	0.043	-0.013	0.050	-0.004	-0.076	-0.132	-0.010	1.000	0.914	0.914	-0.006	0.731	-0.178	0.214	-0.013	0.091	-0.002	0.695	0.659	0.900
Travel_time_minutes	0.006	-0.103	0.001	-0.000	0.007	0.009	-0.077	-0.088	0.001	0.914	1.000	1.000	-0.009	0.797	-0.144	0.290	-0.008	0.108	-0.002	0.757	0.751	0.991
Time_subtract_2	0.006	-0.103	0.001	-0.000	0.007	0.009	-0.077	-0.088	0.001	0.914	1.000	1.000	-0.009	0.797	-0.144	0.290	-0.008	0.108	-0.002	0.757	0.751	0.991
Food_manipulation	0.002	-0.012	0.011	-0.011	0.011	-0.011	-0.022	-0.012	0.002	-0.006	-0.009	-0.009	1.000	0.546	-0.017	-0.018	0.025	0.019	0.015	0.009	0.191	0.031
food_time	0.007	-0.093	0.005	-0.005	0.010	0.002	-0.076	-0.076	0.003	0.731	0.797	0.797	0.546	1.000	-0.125	0.222	0.005	0.096	0.013	0.616	0.730	0.816
Weather_manipulation	0.002	0.026	-0.253	0.091	-0.254	0.089	0.338	0.413	0.086	-0.178	-0.144	-0.144	-0.017	-0.125	1.000	0.824	0.019	0.003	0.022	-0.092	0.383	-0.044
Weather_time	0.001	-0.018	-0.276	0.106	-0.275	0.108	0.271	0.340	0.079	0.214	0.290	0.290	-0.018	0.222	0.824	1.000	0.015	0.057	0.025	0.243	0.740	0.393
Vehicle_manipulation	0.001	0.010	-0.002	-0.009	-0.002	-0.009	0.018	-0.013	0.021	-0.013	-0.008	-0.008	0.025	0.005	0.019	0.015	1.000	0.908	0.365	0.209	0.170	0.027
Vehicle_time	-0.004	0.001	-0.001	-0.002	-0.000	-0.001	0.013	-0.026	0.018	0.091	0.108	0.108	0.019	0.096	0.003	0.057	0.908	1.000	0.332	0.316	0.276	0.146
Traffic_manipulation	0.006	0.035	-0.011	0.001	-0.011	0.001	0.012	0.005	0.008	-0.002	-0.002	-0.002	0.015	0.013	0.022	0.025	0.365	0.332	1.000	0.595	0.277	0.054
Traffic_time	0.010	-0.082	-0.004	0.004	-0.000	0.010	-0.053	-0.063	0.003	0.695	0.757	0.757	0.009	0.616	-0.092	0.243	0.209	0.316	0.595	1.000	0.771	0.791
Total_delay	0.007	-0.075	-0.155	0.059	-0.151	0.065	0.106	0.138	0.048	0.659	0.751	0.751	0.191	0.730	0.383	0.740	0.170	0.276	0.277	0.771	1.000	0.832
Total_time	0.007	-0.102	-0.031	0.012	-0.025	0.020	-0.044	-0.046	0.010	0.900	0.991	0.991	0.031	0.816	-0.044	0.393	0.027	0.146	0.054	0.791	0.832	1.000

	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	temperature	humidity	precipitation	Distance (km)	Travel_time_minutes	Time_subtract_2	Food_manipulation	food_time	Weather_manipulation	Weather_time	Vehicle_manipulation	Vehicle_time	Traffic_manipulation	Traffic_time	Total_delay	Total_time
Delivery_person_Age	1.000	-0.100	0.020	0.004	0.020	0.005	0.006	0.002	0.019	0.008	0.007	0.007	0.002	0.004	0.002	0.001	0.005	0.004	0.006	0.010	0.010	0.007
Delivery_person_Ratings	-0.100	1.000	-0.008	0.021	-0.014	0.015	0.005	0.013	-0.002	-0.084	-0.077	-0.077	-0.004	-0.065	0.013	-0.008	0.017	0.016	0.054	-0.029	-0.046	-0.074
Restaurant_latitude	0.020	-0.008	1.000	-0.117	0.997	-0.116	-0.248	-0.480	-0.086	0.003	-0.058	-0.058	0.010	-0.036	-0.217	-0.288	-0.003	-0.003	-0.013	-0.053	-0.169	-0.081
Restaurant_longitude	0.004	0.021	-0.117	1.000	-0.119	0.996	-0.178	0.482	0.006	0.009	0.046	0.046	-0.008	0.032	0.131	0.214	-0.006	-0.005	0.011	0.041	0.131	0.061
Delivery_location_latitude	0.020	-0.014	0.997	-0.119	1.000	-0.112	-0.252	-0.487	-0.086	0.062	-0.003	-0.003	0.009	0.009	-0.225	-0.276	-0.003	-0.003	-0.013	-0.010	-0.128	-0.026
Delivery_location_longitude	0.005	0.015	-0.116	0.996	-0.112	1.000	-0.181	0.471	0.006	0.075	0.108	0.108	-0.008	0.083	0.108	0.214	-0.007	-0.005	0.011	0.090	0.172	0.122
temperature	0.006	0.005	-0.248	-0.178	-0.252	-0.181	1.000	-0.197	0.061	-0.057	-0.038	-0.038	-0.024	-0.051	0.341	0.276	0.016	0.015	0.012	-0.024	0.120	-0.008
humidity	0.002	0.013	-0.480	0.482	-0.487	0.471	-0.197	1.000	0.075	-0.130	-0.100	-0.100	-0.011	-0.087	0.395	0.399	-0.012	-0.014	0.001	-0.074	0.144	-0.060
precipitation	0.019	-0.002	-0.086	0.006	-0.086	0.006	0.061	0.075	1.000	-0.012	-0.002	-0.002	0.005	0.004	0.089	0.064	0.026	0.026	0.006	0.004	0.039	0.006
Distance (km)	0.008	-0.084	0.003	0.009	0.062	0.075	-0.057	-0.130	-0.012	1.000	0.939	0.939	-0.006	0.774	-0.170	0.149	-0.011	0.002	-0.003	0.741	0.694	0.928
Travel_time_minutes	0.007	-0.077	-0.058	0.046	-0.003	0.108	-0.038	-0.100	-0.002	0.939	1.000	1.000	-0.008	0.821	-0.142	0.210	-0.010	0.004	-0.001	0.789	0.763	0.993
Time_subtract_2	0.007	-0.077	-0.058	0.046	-0.003	0.108	-0.038	-0.100	-0.002	0.939	1.000	1.000	-0.008	0.821	-0.142	0.210	-0.010	0.004	-0.001	0.789	0.763	0.993
Food_manipulation	0.002	-0.004	0.010	-0.008	0.009	-0.008	-0.024	-0.011	0.005	-0.006	-0.008	-0.008	1.000	0.538	-0.018	-0.015	0.018	0.018	0.014	0.004	0.195	0.030
food_time	0.004	-0.065	-0.036	0.032	0.009	0.083	-0.051	-0.087	0.004	0.774	0.821	0.821	0.538	1.000	-0.128	0.168	0.003	0.014	0.007	0.658	0.748	0.837
Weather_manipulation	0.002	0.013	-0.217	0.131	-0.225	0.108	0.341	0.395	0.089	-0.170	-0.142	-0.142	-0.018	-0.128	1.000	0.881	0.021	0.020	0.022	-0.097	0.381	-0.050
Weather_time	0.001	-0.008	-0.288	0.214	-0.276	0.214	0.276	0.399	0.064	0.149	0.210	0.210	-0.015	0.168	0.881	1.000	0.015	0.019	0.025	0.186	0.656	0.299
Vehicle_manipulation	0.005	0.017	-0.003	-0.006	-0.003	-0.007	0.016	-0.012	0.026	-0.011	-0.010	-0.010	0.018	0.003	0.021	0.015	1.000	0.999	0.358	0.205	0.152	0.022
Vehicle_time	0.004	0.016	-0.003	-0.005	-0.003	-0.005	0.015	-0.014	0.026	0.002	0.004	0.004	0.018	0.014	0.020	0.019	0.999	1.000	0.358	0.215	0.163	0.036
Traffic_manipulation	0.006	0.054	-0.013	0.011	-0.013	0.011	0.012	0.001	0.006	-0.003	-0.001	-0.001	0.014	0.007	0.022	0.025	0.358	0.358	1.000	0.590	0.273	0.050
Traffic_time	0.010	-0.029	-0.053	0.041	-0.010	0.090	-0.024	-0.074	0.004	0.741	0.789	0.789	0.004	0.658	-0.097	0.186	0.205	0.215	0.590	1.000	0.780	0.817
Total_delay	0.010	-0.046	-0.169	0.131	-0.128	0.172	0.120	0.144	0.039	0.694	0.763	0.763	0.195	0.748	0.381	0.656	0.152	0.163	0.273	0.780	1.000	0.832
Total_time	0.007	-0.074	-0.081	0.061	-0.026	0.122	-0.008	-0.060	0.006	0.928	0.993	0.993	0.030	0.837	-0.050	0.299	0.022	0.036	0.050	0.817	0.832	1.000

	Delivery_location_latitude	Delivery_location_longitude	Delivery_person_Age	Delivery_person_Ratings	Distance (km)	Food_manipulation	Restaurant_latitude	Restaurant_longitude	Time_subtract_2	Total_delay	Total_time	Traffic_labels	Traffic_manipulation	Traffic_time	Travel_time_minutes	Type_of_order	Type_of_vehicle	Vehicle_manipulation	Vehicle_time	Weather_manipulation	Weather_time	food_time	humidity	precipitation	temperature	weather_description
Delivery_location_latitude	1.000	-0.112	0.020	-0.014	0.062	0.000	0.997	-0.119	-0.003	-0.128	-0.026	0.112	0.017	-0.010	-0.003	0.000	0.012	0.005	-0.003	0.482	-0.276	0.009	-0.487	-0.086	-0.252	0.367
Delivery_location_longitude	-0.112	1.000	0.005	0.015	0.075	0.008	-0.116	0.996	0.108	0.172	0.122	0.126	0.000	0.090	0.108	0.000	0.000	0.000	-0.005	0.356	0.214	0.083	0.471	0.006	-0.181	0.317
Delivery_person_Age	0.020	0.005	1.000	-0.100	0.008	0.007	0.020	0.004	0.007	0.010	0.007	0.020	0.147	0.010	0.007	0.000	0.120	0.147	0.004	0.000	0.001	0.004	0.002	0.019	0.006	0.000
Delivery_person_Ratings	-0.014	0.015	-0.100	1.000	-0.084	0.003	-0.008	0.021	-0.077	-0.046	-0.074	0.063	0.158	-0.029	-0.077	0.000	0.129	0.145	0.016	0.000	-0.008	-0.065	0.013	-0.002	0.005	0.014
Distance (km)	0.062	0.075	0.008	-0.084	1.000	0.000	0.003	0.009	0.939	0.694	0.928	0.461	0.000	0.741	0.939	0.000	0.000	0.000	0.002	0.141	0.149	0.774	-0.130	-0.012	-0.057	0.104
Food_manipulation	0.000	0.008	0.007	0.003	0.000	1.000	0.000	0.008	0.000	0.136	0.021	0.000	0.020	0.000	0.000	1.000	0.020	0.022	0.015	0.007	0.017	0.393	0.000	0.010	0.009	0.000
Restaurant_latitude	0.997	-0.116	0.020	-0.008	0.003	0.000	1.000	-0.117	-0.058	-0.169	-0.081	0.111	0.018	-0.053	-0.058	0.000	0.012	0.007	-0.003	0.485	-0.288	-0.036	-0.480	-0.086	-0.248	0.370
Restaurant_longitude	-0.119	0.996	0.004	0.021	0.009	0.008	-0.117	1.000	0.046	0.131	0.061	0.096	0.000	0.041	0.046	0.000	0.000	0.000	-0.005	0.354	0.214	0.032	0.482	0.006	-0.178	0.339
Time_subtract_2	-0.003	0.108	0.007	-0.077	0.939	0.000	-0.058	0.046	1.000	0.763	0.993	0.577	0.000	0.789	1.000	0.000	0.000	0.000	0.004	0.108	0.210	0.821	-0.100	-0.002	-0.038	0.095
Total_delay	-0.128	0.172	0.010	-0.046	0.694	0.136	-0.169	0.131	0.763	1.000	0.832	0.492	0.197	0.780	0.763	0.110	0.169	0.130	0.163	0.240	0.656	0.748	0.144	0.039	0.120	0.165
Total_time	-0.026	0.122	0.007	-0.074	0.928	0.021	-0.081	0.061	0.993	0.832	1.000	0.641	0.033	0.817	0.993	0.015	0.029	0.014	0.036	0.089	0.299	0.837	-0.060	0.006	-0.008	0.083
Traffic_labels	0.112	0.126	0.020	0.063	0.461	0.000	0.111	0.096	0.577	0.492	0.641	1.000	0.338	0.899	0.577	0.000	0.277	0.140	0.317	0.067	0.310	0.419	0.087	0.000	0.203	0.094
Traffic_manipulation	0.017	0.000	0.147	0.158	0.000	0.020	0.018	0.000	0.000	0.197	0.033	0.338	1.000	0.431	0.000	0.019	1.000	0.750	0.613	0.018	0.000	0.013	0.000	0.000	0.000	0.000
Traffic_time	-0.010	0.090	0.010	-0.029	0.741	0.000	-0.053	0.041	0.789	0.780	0.817	0.899	0.431	1.000	0.789	0.000	0.352	0.160	0.215	0.076	0.186	0.658	-0.074	0.004	-0.024	0.068
Travel_time_minutes	-0.003	0.108	0.007	-0.077	0.939	0.000	-0.058	0.046	1.000	0.763	0.993	0.577	0.000	0.789	1.000	0.000	0.000	0.000	0.004	0.108	0.210	0.821	-0.100	-0.002	-0.038	0.095
Type_of_order	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.110	0.015	0.000	0.019	0.000	0.000	1.000	0.014	0.019	0.000	0.000	0.018	0.321	0.000	0.007	0.000	0.000
Type_of_vehicle	0.012	0.000	0.120	0.129	0.000	0.020	0.012	0.000	0.000	0.169	0.029	0.277	1.000	0.352	0.000	0.014	1.000	1.000	0.695	0.014	0.007	0.002	0.000	0.007	0.000	0.014
Vehicle_manipulation	0.005	0.000	0.147	0.145	0.000	0.022	0.007	0.000	0.000	0.130	0.014	0.140	0.750	0.160	0.000	0.019	1.000	1.000	0.851	0.018	0.000	0.000	0.000	0.009	0.000	0.023
Vehicle_time	-0.003	-0.005	0.004	0.016	0.002	0.015	-0.003	-0.005	0.004	0.163	0.036	0.317	0.613	0.215	0.004	0.000	0.695	0.851	1.000	0.031	0.019	0.014	-0.014	0.026	0.015	0.026
Weather_manipulation	0.482	0.356	0.000	0.000	0.141	0.007	0.485	0.354	0.108	0.240	0.089	0.067	0.018	0.076	0.108	0.000	0.014	0.018	0.031	1.000	0.600	0.093	0.449	0.103	0.391	1.000
Weather_time	-0.276	0.214	0.001	-0.008	0.149	0.017	-0.288	0.214	0.210	0.656	0.299	0.310	0.000	0.186	0.210	0.018	0.007	0.000	0.019	0.600	1.000	0.168	0.399	0.064	0.276	0.381
food_time	0.009	0.083	0.004	-0.065	0.774	0.393	-0.036	0.032	0.821	0.748	0.837	0.419	0.013	0.658	0.821	0.321	0.002	0.000	0.014	0.093	0.168	1.000	-0.087	0.004	-0.051	0.076
humidity	-0.487	0.471	0.002	0.013	-0.130	0.000	-0.480	0.482	-0.100	0.144	-0.060	0.087	0.000	-0.074	-0.100	0.000	0.000	0.000	-0.014	0.449	0.399	-0.087	1.000	0.075	-0.197	0.361
precipitation	-0.086	0.006	0.019	-0.002	-0.012	0.010	-0.086	0.006	-0.002	0.039	0.006	0.000	0.000	0.004	-0.002	0.007	0.007	0.009	0.026	0.103	0.064	0.004	0.075	1.000	0.061	0.490
temperature	-0.252	-0.181	0.006	0.005	-0.057	0.009	-0.248	-0.178	-0.038	0.120	-0.008	0.203	0.000	-0.024	-0.038	0.000	0.000	0.000	0.015	0.391	0.276	-0.051	-0.197	0.061	1.000	0.291
weather_description	0.367	0.317	0.000	0.014	0.104	0.000	0.370	0.339	0.095	0.165	0.083	0.094	0.000	0.068	0.095	0.000	0.014	0.023	0.026	1.000	0.381	0.076	0.361	0.490	0.291	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Type_of_order	Type_of_vehicle	temperature	humidity	weather_description	Distance (km)	Travel_time_minutes	Time_subtract_2	Food_manipulation	food_time	Weather_manipulation	Weather_time	Traffic_manipulation	Traffic_time	Total_delay	Traffic_labels	Total_time
0	34	4.5	12.913041	77.683237	13.043041	77.813237	snack	scooter	19.50	93.0	mist	37.17	45.565000	43.565000	0.05	2.178250	0.10	4.356500	0.10	4.356500	10.891250	moderate	54.456250
1	23	4.4	12.914264	77.678400	12.924264	77.688400	drinks	motorcycle	20.45	91.0	mist	3.34	12.586667	10.586667	0.05	0.529333	0.10	1.058667	0.05	0.529333	2.117333	very low	12.704000
2	38	4.7	11.003669	76.976494	11.053669	77.026494	buffet	motorcycle	23.86	78.0	mist	10.05	19.116667	17.116667	0.08	1.369333	0.10	1.711667	0.05	0.855833	3.936833	very low	21.053500
3	22	4.8	17.431668	78.408321	17.461668	78.438321	buffet	motorcycle	21.43	65.0	broken clouds	11.30	19.075000	17.075000	0.08	1.366000	0.05	0.853750	0.05	0.853750	3.073500	very low	20.148500
4	33	4.7	23.369746	85.339820	23.479746	85.449820	meal	scooter	17.51	69.0	clear sky	19.11	19.635000	17.635000	0.10	1.763500	0.00	0.000000	0.10	1.763500	3.527000	low	21.162000
5	35	4.6	12.352058	76.606650	12.482058	76.736650	meal	motorcycle	18.03	82.0	scattered clouds	28.41	35.200000	33.200000	0.10	3.320000	0.00	0.000000	0.05	1.660000	4.980000	low	38.180000
6	22	4.8	17.433809	78.386744	17.563809	78.516744	buffet	motorcycle	21.08	65.0	broken clouds	31.62	38.546667	36.546667	0.08	2.923733	0.05	1.827333	0.05	1.827333	6.578400	low	43.125067
7	21	4.7	10.003064	76.307589	10.043064	76.347589	meal	motorcycle	23.95	88.0	mist	7.57	17.258333	15.258333	0.10	1.525833	0.10	1.525833	0.05	0.762917	3.814583	very low	19.072917
8	23	4.7	18.562450	73.916619	18.652450	74.006619	drinks	scooter	19.37	65.0	clear sky	21.93	23.411667	21.411667	0.05	1.070583	0.00	0.000000	0.10	2.141167	3.211750	low	24.623417
9	34	4.3	30.899584	75.809346	30.919584	75.829346	buffet	motorcycle	19.14	55.0	clear sky	3.98	13.238333	11.238333	0.08	0.899067	0.00	0.000000	0.05	0.561917	1.460983	very low	12.699317

	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Type_of_order	Type_of_vehicle	temperature	humidity	weather_description	Distance (km)	Travel_time_minutes	Time_subtract_2	Food_manipulation	food_time	Weather_manipulation	Weather_time	Traffic_manipulation	Traffic_time	Total_delay	Traffic_labels	Total_time
7777	22	4.6	19.120083	72.907385	19.210083	72.997385	snack	motorcycle	28.04	57.0	smoke	18.59	20.675000	18.675000	0.05	0.933750	0.15	2.801250	0.05	0.933750	4.668750	very low	23.343750
7778	21	4.1	21.183434	72.814492	21.263434	72.894492	snack	motorcycle	24.93	41.0	clear sky	16.73	24.723333	22.723333	0.05	1.136167	0.00	0.000000	0.05	1.136167	2.272333	low	24.995667
7779	22	4.6	19.120083	72.907385	19.250083	73.037385	meal	scooter	27.99	51.0	clear sky	26.81	28.075000	26.075000	0.10	2.607500	0.00	0.000000	0.10	2.607500	5.215000	low	31.290000
7780	35	4.0	22.538999	88.322337	22.578999	88.362337	drinks	motorcycle	27.97	65.0	haze	7.66	16.473333	14.473333	0.05	0.723667	0.10	1.447333	0.05	0.723667	2.894667	very low	17.368000
7781	28	5.0	23.333017	85.317200	23.393017	85.377200	meal	motorcycle	20.03	83.0	mist	10.22	17.450000	15.450000	0.10	1.545000	0.10	1.545000	0.05	0.772500	3.862500	very low	19.312500
7782	25	4.0	19.091458	72.827808	19.101458	72.837808	meal	motorcycle	28.03	57.0	smoke	3.78	9.210000	7.210000	0.10	0.721000	0.15	1.081500	0.05	0.360500	2.163000	very low	9.373000
7783	32	4.2	22.310237	73.158921	22.400237	73.248921	meal	motorcycle	23.96	64.0	haze	18.92	29.543333	27.543333	0.10	2.754333	0.10	2.754333	0.05	1.377167	6.885833	low	34.429167
7784	36	4.7	17.483216	78.552111	17.493216	78.562111	meal	motorcycle	22.94	60.0	haze	2.64	9.360000	7.360000	0.10	0.736000	0.10	0.736000	0.05	0.368000	1.840000	very low	9.200000
7785	37	4.6	26.913987	75.752891	27.053987	75.892891	buffet	scooter	23.72	31.0	clear sky	28.80	31.468333	29.468333	0.08	2.357467	0.00	0.000000	0.10	2.946833	5.304300	low	34.772633
7786	29	4.7	18.994237	72.825553	19.084237	72.915553	meal	scooter	28.01	57.0	smoke	17.63	21.636667	19.636667	0.10	1.963667	0.15	2.945500	0.10	1.963667	6.872833	low	26.509500

Duplicate rows

Most frequently occurring

	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Type_of_order	Type_of_vehicle	temperature	humidity	weather_description	Distance (km)	Travel_time_minutes	Time_subtract_2	Food_manipulation	food_time	Weather_manipulation	Weather_time	Vehicle_manipulation	Vehicle_time	Traffic_manipulation	Traffic_time	Total_delay	Traffic_labels	Total_time	# duplicates
0	25	4.8	12.323225	76.630028	12.353225	76.660028	meal	motorcycle	18.25	81.0	broken clouds	6.73	13.411667	11.411667	0.10	1.141167	0.05	0.570583	0.00	0.000	0.05	0.570583	2.282333	very low	13.694000	2
1	27	4.9	12.323194	76.630583	12.333194	76.640583	snack	motorcycle	20.54	67.0	clear sky	3.67	9.661667	7.661667	0.05	0.383083	0.00	0.000000	0.00	0.000	0.05	0.383083	0.766167	very low	8.427833	2
2	29	4.6	17.412330	78.449654	17.462330	78.499654	snack	scooter	21.40	64.0	broken clouds	10.22	18.161667	16.161667	0.05	0.808083	0.05	0.808083	0.00	0.000	0.10	1.616167	3.232333	low	19.394000	2
3	29	4.6	17.455894	78.375467	17.485894	78.405467	snack	electric_scooter	21.27	65.0	broken clouds	9.45	20.533333	18.533333	0.05	0.926667	0.05	0.926667	0.03	0.556	0.10	1.853333	4.262667	low	22.796000	2

Overview

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